Baidu Analytics / 百度统计 MCP Server for AutoGen 8 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Baidu Analytics / 百度统计 as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="baidu_analytics_agent",
tools=tools,
system_message=(
"You help users with Baidu Analytics / 百度统计. "
"8 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Baidu Analytics / 百度统计 MCP Server
Empower your AI agent to orchestrate your web analytics and visitor insights with Baidu Analytics (百度统计), the dominant traffic analysis platform in China. By connecting Baidu Analytics to your agent, you transform complex metric reporting, real-time visitor tracking, and source auditing into a natural conversation. Your agent can instantly retrieve site lists, query real-time PV/UV data, audit daily visitor trends, and generate custom performance reports without you ever needing to navigate the comprehensive Baidu Tongji Dashboard. Whether you are conducting a digital marketing audit or monitoring the performance of a new landing page, your agent acts as a real-time data coordinator, providing accurate results from a single, authorized source.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Baidu Analytics / 百度统计 tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Site Orchestration — List all registered sites and verify target Site ID configurations for precise data access.
- Real-time Auditing — Retrieve immediate visitor metrics including Page Views (PV), Unique Visitors (UV), and online user counts.
- Trend Analysis — Audit daily traffic trends and high-level performance summaries for specific date ranges.
- Performance Auditing — Query page rankings, geographic distributions, and traffic source details.
- Custom Reporting — Execute advanced queries on site data using flexible API methods and metrics.
The Baidu Analytics / 百度统计 MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Baidu Analytics / 百度统计 to AutoGen via MCP
Follow these steps to integrate the Baidu Analytics / 百度统计 MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 8 tools from Baidu Analytics / 百度统计 automatically
Why Use AutoGen with the Baidu Analytics / 百度统计 MCP Server
AutoGen provides unique advantages when paired with Baidu Analytics / 百度统计 through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Baidu Analytics / 百度统计 tools to solve complex tasks
Role-based architecture lets you assign Baidu Analytics / 百度统计 tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Baidu Analytics / 百度统计 tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Baidu Analytics / 百度统计 tool responses in an isolated environment
Baidu Analytics / 百度统计 + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Baidu Analytics / 百度统计 MCP Server delivers measurable value.
Collaborative analysis: one agent queries Baidu Analytics / 百度统计 while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Baidu Analytics / 百度统计, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Baidu Analytics / 百度统计 data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Baidu Analytics / 百度统计 responses in a sandboxed execution environment
Baidu Analytics / 百度统计 MCP Tools for AutoGen (8)
These 8 tools become available when you connect Baidu Analytics / 百度统计 to AutoGen via MCP:
get_daily_trend
Get daily traffic trend
get_geo_distribution
Get visitor geographic data
get_page_rankings
Get top visited pages
get_realtime_metrics
Get real-time statistics
get_source_data
g., search, direct). Get visitor sources
get_yesterday_overview
Get yesterday traffic summary
list_sites
List all analytics sites
query_custom_metrics
Execute custom report query
Example Prompts for Baidu Analytics / 百度统计 in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Baidu Analytics / 百度统计 immediately.
"Check the real-time visitor stats for my site."
"Show me the visitor trend for the last 7 days."
"List all sites in my Baidu Analytics account."
Troubleshooting Baidu Analytics / 百度统计 MCP Server with AutoGen
Common issues when connecting Baidu Analytics / 百度统计 to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Baidu Analytics / 百度统计 + AutoGen FAQ
Common questions about integrating Baidu Analytics / 百度统计 MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Baidu Analytics / 百度统计 to AutoGen
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.